An Innovative Thinking-Based Intelligent Information Fusion Algorithm

Table 2

The solution results of the testing functions by ITIIF algorithm, binary particle swarm algorithm, and binary differential evolution algorithm.

Function	Binary particle swarm algorithm		Binary differential evolution algorithm		ITIIF algorithm proposed in this study
	MBF	SD	MBF	SD	MBF	SD
𝑓1(𝑥)	0.000006	0.000007	0.0	0.0	0.0	0.0
𝑓2(𝑥)	0.000256	0.000275	0.0	0.0	0.0	0.0
𝑓3(𝑥)	0.000001	0.000003	0.0	0.0	0.0	0.0
𝑓4(𝑥)	37.033964	4.886305	0.561765	0.160205	0.51602917	0.2710531
𝑓5(𝑥)	277.696409	10.621365	58.452170	10.675424	0.001025	0.000765